Examples

In many cases, learning a new API is best done by following along with the examples. Here we present many examples of the three different APIs: HGDL, fvGP, and gpCAM.

For even more examples please visit the documentation.

For the data some the tests need, please check out the GitHub pages.

• Basic minimal example for versions 7 and 8

• gpCAM advanced-user example for versions 7 and 8

• Large-scale GPs, Bayesian Optimization and Autonomous Experimentation

• set up deep kernel learning in fvgp (transferrable to gpCAM)

• A bunch of different acquisition functions

• fvGP for multi-tasking and the fvGPOptimizer for the same

• HGDL for constrained optimization

• Control a dynamic system

• Bayesian Optimization and Autonomous Experimentation on non-Euclidean input spaces